Industries
15 detailed industry analyses to understand the specific AI visibility challenges in your sector.
Every industry has its own search dynamics, query types, and buying journeys. A SaaS buyer asking ChatGPT "which CRM for an SMB" has different expectations than a patient searching for "best physiotherapist in London" or an investor asking about "the best wealth management firm."
LLMs treat each sector differently. Citation criteria vary: in SaaS, technical documentation dominates. In legal, it's editorial authority and source reliability. In restaurants, it's customer reviews and local presence. Understanding these nuances is essential for deploying an AI visibility strategy that actually works in your context.
At AISOS, we've audited over 200 B2B and B2C websites across 15 distinct sectors. The finding is consistent everywhere: the vast majority of businesses are absent from AI answers for their strategic queries. But the levers to fix this differ radically from one sector to another. A SaaS company doesn't optimize its AI visibility the same way as a law firm or an e-commerce store.
That's why we've created a dedicated page for each sector. Each one analyzes the industry-specific dynamics, the types of queries where LLMs are already active, the strategies that concretely work, and the mistakes to avoid. You'll find data from our audits, examples of tested queries, and actionable recommendations.
If you don't find your sector in this list, it doesn't mean AI visibility isn't relevant for you. On the contrary: less-covered sectors often offer the biggest opportunities because competition is still low. Contact us for a personalized audit of your industry.
Each industry page follows the same structure for easy comparison and action: analysis of the industry-specific problem, explanation of why traditional approaches fall short, description of the AISOS method adapted to the sector, expected metrics and ROI, and consequences of inaction.
To complement your reading, we recommend checking our AI visibility glossary to master the technical terms, and our practical guides for step-by-step methodologies applicable across all sectors.
SaaS companies ignoring AI visibility lose deals before the first call. Learn how to force your way into LLM recommendations for your category.
View analysis →Shoppers ask AI what to buy. If your product pages do not feed LLMs, you are losing sales you will never know about. Fix your AI visibility now.
View analysis →Decision-makers consult LLMs before launching an RFP. If your firm is not in the AI responses, you are not on the shortlist. Fix that now.
View analysis →Candidates and CHROs ask AI which firms, tools, or programs to choose. Your AI invisibility is costing you talent and clients. Fix it now.
View analysis →Buyers and investors consult AI before choosing an agency or development. Ensure your presence in LLM responses before competitors lock you out.
View analysis →Executives ask AI which law firm to hire. If your expertise is not in the LLM corpus, you are losing mandates you never knew existed.
View analysis →Learners and HR teams ask AI which training to choose. If your program is not in the responses, you are losing enrollments to invisible competitors.
View analysis →Developers and specifiers consult AI to choose contractors. Is your construction firm visible when they ask the question? Most are not.
View analysis →Patients, practitioners, and institutions ask AI for recommendations. Clinics, medtech, labs: your AI visibility is a vital competitive issue.
View analysis →Investors and companies ask AI which financial solutions to choose. Banks, fintechs, advisors: your AI invisibility is costing you clients.
View analysis →Brands ask AI which digital agency to hire. If your agency is not in the responses, you are losing briefs you never knew existed.
View analysis →Diners ask AI where to eat tonight. If your restaurant is not in the recommendations, you are losing covers every single day.
View analysis →Travelers plan with ChatGPT. Hotels, tours, destinations: if AI does not recommend you, your rooms stay empty. Act now.
View analysis →Policyholders and brokers ask AI which insurance to choose. Carriers and insurtechs: your absence from LLM responses is costing you premiums.
View analysis →Business owners ask AI which accountant to choose. If your firm is not in the LLM responses, you are losing clients to competitors you cannot see.
View analysis →HCPs and procurement teams consult LLMs before recommending treatments or selecting partners. If your pharma brand is absent from AI responses, fix it now.
View analysis →Affluent consumers ask AI for gift ideas, destination recommendations, and brand comparisons. If your luxury brand is absent, a competitor fills that space.
View analysis →Car buyers ask AI which model to choose before visiting a dealer. If your brand or dealership is absent from LLM recommendations, you are losing prospects before the test drive.
View analysis →Fans, sponsors, and sports bettors query AI constantly. Sports organizations and brands invisible to LLMs lose commercial and sponsorship opportunities before any conversation happens.
View analysis →Industrial buyers, policymakers, and consumers consult AI for energy decisions. If your energy company is absent from LLM responses, you are losing deals before the first call.
View analysis →Farmers, agronomists, and food buyers consult LLMs for technical and commercial decisions. If your agri-food company is invisible to AI, you are losing influence before the first contact.
View analysis →Event planners and attendees use AI to discover venues, agencies, and speakers. If your event business is not in LLM responses, you are losing bookings you will never know about.
View analysis →Supply chain managers and procurement teams use AI to evaluate logistics partners. If your 3PL, freight broker, or supply chain tech company is not in LLM responses, you are losing RFQs.
View analysis →Shoppers ask AI for outfit advice and brand recommendations. If your fashion brand is absent from LLM style responses, you are losing high-intent buyers to competitors.
View analysis →LLMs cite sources selectively. If your media brand is not being recommended or cited by AI, you are losing audience, authority, and advertising value. Fix it now.
View analysis →Pet owners ask AI which vet to trust, which treatment to pursue, and which clinic is best for exotic animals. If your practice is absent, a competitor fills that gap.
View analysis →Developers, municipalities, and private clients ask AI to recommend architecture firms before issuing briefs. If your practice is not visible, you are excluded before the pitch.
View analysis →Patients ask AI which dentist to see, which treatment to choose, and what to expect before booking. If your practice is not cited, you are losing new patients to competitors who are.
View analysis →Individuals and businesses ask AI which notary to use for property purchases, estate planning, and corporate transactions. Offices not visible to AI miss qualified mandates.
View analysis →People ask AI which fitness coach to hire, which training method works best, and which programs deliver results. If you are absent from AI responses, you are losing clients before they find you.
View analysis →Engaged couples ask AI to recommend wedding planners, compare service levels, and find specialists for destination or luxury weddings. Planners absent from AI responses lose mandates before any contact.
View analysis →HNWI buyers and investors ask AI to recommend luxury real estate agencies, compare market knowledge, and identify specialists before contacting any agent. Agencies absent from AI responses miss mandates worth millions.
View analysis →Hiring managers ask AI which recruitment agency to partner with for their sector. Candidates ask which headhunters specialize in their field. Agencies absent from AI responses lose both sides of the market.
View analysis →Buyers, investors, and partners ask AI to discover solutions in your category before running a Google search. If your startup is not cited, you are invisible at the top of the funnel.
View analysis →Businesses ask AI which marketing agency to hire for specific channels, industries, or growth challenges. Agencies absent from AI responses lose new business conversations before they start.
View analysis →Belgian hotels, restaurants and cafes are losing guests to competitors already cited by ChatGPT and Perplexity. Discover how to appear in AI recommendations across Belgium.
View analysis →Corporate counsel and private clients in Brussels consult AI before selecting a law firm. Discover how to position your firm in ChatGPT, Claude and Perplexity recommendations.
View analysis →Buyers and renters in Brussels consult AI before choosing a real estate agent. Position your agency in ChatGPT and Perplexity recommendations now.
View analysis →Belgian businesses ask AI to recommend web agencies before issuing briefs. Position your agency in ChatGPT and Perplexity recommendations for your specialties.
View analysis →Belgian patients consult AI before choosing a specialist or clinic. Ensure your medical practice appears in ChatGPT, Perplexity and Gemini recommendations.
View analysis →French online shoppers use ChatGPT and Perplexity before buying. If your e-commerce brand is absent from French AI recommendations, you are losing high-intent customers.
View analysis →Belgian consumers use AI to find local franchise locations and evaluate brands before visiting. Ensure your franchise network appears consistently in AI responses.
View analysis →Belgian SMEs and self-employed professionals consult AI before choosing an accountant. Position your fiduciary in ChatGPT and Perplexity recommendations now.
View analysis →French startups need AI visibility to appear in investor research, partner discovery, and customer acquisition queries. Build your LLM footprint from day one.
View analysis →French homeowners ask AI which plumber, electrician or carpenter to call. If your trade business is absent from AI recommendations, you are missing local customers.
View analysis →Yes. Whenever your prospects ask ChatGPT, Perplexity, or Google AI Overview questions about your products or services, AI visibility is a concern for you. Our audits show that all B2B and B2C sectors with a sales cycle longer than a few days are affected. The higher the price of your product or service, the more significant the impact.
The fundamentals are the same (Schema Markup, structured content, topical authority), but priority levers and content types vary enormously. SaaS companies focus on technical documentation. Law firms on in-depth articles and case analysis. E-commerce on structured product pages and reviews. Strategy must be adapted to your sector context.
On average, our clients get their first AI mentions within 90 days. But the timeline varies by sector, competition level, and current state of your digital presence. Sectors where AI visibility competition is still low (construction, accounting, insurance) often deliver the fastest results.
No. The 15 sectors presented are those for which we have the most complete data. But our method applies to any industry where prospects use AI to research before buying. Contact us to discuss your specific sector.
The ROI is different because the metrics change. In AI visibility, the primary KPI is the mention rate in LLM responses, not organic traffic. The structural advantage is that prospects who arrive via an AI recommendation are pre-qualified: the LLM has already done the convincing. Sales cycles shorten and conversion rates increase. Check our AI visibility ROI guide for detailed figures.
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